DeepEP: a deep learning framework for identifying essential proteins

DeepEP: a deep learning framework for identifying essential proteins

Abstract Background Essential proteins are crucial for cellular life and thus, identification of essential proteins is an important topic and a challenging problem for researchers. Recently lots of computational approaches have been proposed to handle this problem. However, traditional centrality me...

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Bibliographic Details
Main Authors: Min Zeng, Min Li, Fang-Xiang Wu, Yaohang Li, Yi Pan
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Bioinformatics
Subjects:
Deep learning
Identifying essential proteins
node2vec
Imbalanced learning
Protein-protein interaction network
Multi-scale convolutional neural networks
Online Access:https://doi.org/10.1186/s12859-019-3076-y

Internet

https://doi.org/10.1186/s12859-019-3076-y

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